- Dataset
- 2026-10-27-catalog-ai-v2
- Ruleset
- b2e8889c66f7
- Scanned
- 2026-10-27
- Window
- February–September 15, 2026
Device/DevMode Manager for webOS TV
01Result
webosbrew/dev-manager-desktop ↗webosbrew/dev-manager-desktop AI coding statistics: 79.5%
One person is driving this. The headline number reflects a single contributor's workflow, not a project-wide shift.
02Drivers
What shapes this result
Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.
Assisted or autonomous
Assisted — a developer’s identity authored the commit and the agent added itself as co-author. Autonomous — a bot identity authored the commit without a human identity attached.
Agent share by month
| Month | Agent share | Considered commits |
|---|---|---|
| 2026-02 | 0% | 4 |
| 2026-05 | 100% | 2 |
| 2026-07 | 100% | 13 |
| 2026-08 | 90.5% | 21 |
| 2026-09 | 25% | 4 |
Peak month: 100%. Bars are scaled to that peak, not to 100%.
Which agents
| Agent | Vendor | Commits | Share |
|---|---|---|---|
| Claude Code | Anthropic | 35 | 79.5% |
03Evidence
Inspect the matches
Public commit samples let you inspect the signatures behind the aggregate result.
Matched commit samples
c8224f89on GitHubmacos: request local network permissionClaude Codee3fb8a2bon GitHubSend the IPK to /media/developer/temp, not /tmpClaude Codeb83c3bbfon GitHubBuild Android against NDK 28 for 16 KB page sizesClaude Code
04Method
What entered the denominator
The result begins with commit history, removes merges and routine automation, and reports literal agent signatures as a lower bound.
Exclusion ledger
| Commits in window | 45 |
| Merge commits removed | −1 |
| CI / dependency bots removed | −0 |
| Considered | 44 |
Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.
Continue exploring
Related coding-agent evidence
Run the same detector locally.
Deterministic signature matching; no code-style inference. Squash merges can remove trailers, so this result remains a measured floor.
npx qmmit-cli webosbrew/dev-manager-desktop